蒋国栋, 韩 韬, 罗首权, et al. Benefit analysis of load aggregators based on virtual power plant optimization algorithm[J]. 2021, 23(6).
DOI:
蒋国栋, 韩 韬, 罗首权, et al. Benefit analysis of load aggregators based on virtual power plant optimization algorithm[J]. 2021, 23(6). DOI: 10.3969/j.issn.1009-1831.2021.06.015.
Benefit analysis of load aggregators based on virtual power plant optimization algorithm
In view of the distribution network scheduling and control problems caused by a large number of distributed generation access to the power grid
and the increasingly serious peak valley difference problem of the power grid
demand response has become a necessary means of power grid regulation. Through virtual power plant technology
load aggregators aggregate distributed resources such as cogeneration
photovoltaic
distributed energy storage and interruptible load to tap the demand response value of controllable load and energy storage
and realize the source-network-load coordination and optimization mechanism of regional distribution network. A bi-level optimization model of virtual power plant is established firstly. The upper level takes the maximum profit of load aggregator as the optimal objective
the self restriction of distributed resources as the constraint condition
the lower level takes the maximum profit of energy storage and interruptible load as the optimal objective
the self restriction of energy storage and interruptible load as the constraint condition
and uses CPLEX solver.Then
the benefit of load aggregators
energy storage devices and users is analyzed in three forms:pure price-based demand response
individual participation in incentive-based demand response
and VPP participation in incentive-based demand response. Finally
through the benefit analysis of the calculation results
it is proved that participating in the incentive demand response in the form of virtual power plant in this application scenario can improve the economic benefits of load aggregators and energy storage devices.